Capabilities
Six capabilities, one private federation
Chatbots, knowledge bases, workflow automation, voice agents, vision and OCR, and custom model training. Six capabilities we build to run inside a federation on hardware you own, not six separate tools rented from six separate vendors.
What these capabilities actually are
Every page under this hub used to describe a standalone product with its own price tag. That framing was wrong. A chatbot, a document search, an automation, a voice line, none of it is a separate purchase. Each one is a capability of the same system: a reasoning core running on your hardware, a private store holding your data, a retrieval layer that grounds answers in your reality, and an event path that lets the system act. The capability pages below describe what each piece does. The federation page describes how they fit together.
Because everything runs inside your walls, the capabilities share infrastructure instead of duplicating it. The vector store that powers your knowledge base is the same one your chatbot cites. The document pipeline that reads a receipt for vision and OCR is the same ingestion layer a workflow automation can trigger. You are not stacking subscriptions. You are adding capability to one owned system.
The six
What we build most often
Each capability below is documented on its own page: what it does, how it works, and where it earns its keep.
Chatbots
Support and lead qualification chatbots grounded in your own published content, running inside the federation rather than a rented widget.
See the capability RetrievalKnowledge bases
Retrieval over your private document library. Staff query in plain language and get cited answers, from data that never leaves the building.
See the capability AutomationWorkflow automation
Lead routing, document intake, and communication sequences run by agents that act inside your own systems, not a third party automation tool.
See the capability VoiceVoice and audio
Real time voice agents for after hours coverage, intake, and scheduling, streaming on infrastructure you own.
See the capability DocumentsVision and OCR
Receipts, invoices, IDs, and forms extracted to structured data and routed into the system you already use, no manual retyping.
See the capability TrainingCustom model training
Fine tuning and domain specific embeddings for the narrow vertical work that general models miss.
See the capabilityPick a capability or pick an industry
Every capability page links to the industries that benefit most from it. Every industry page links back to the capabilities that fit that work. Start wherever makes sense to you.
Begin
Which capability do you need first?
The readiness assessment maps your data and your goals to the capabilities that actually move the needle, then ends with a real plan.